Is Software, IT & Cybersecurity a Good Job Market in Denver-Aurora-Centennial, CO?

Executive Verdict

Market rating: competitive | Confidence: Medium

Denver is still a viable market for Software, IT & Cybersecurity, but it is not an easy one. Colorado's software, IT & cybersecurity postings were up 20.7% year over year in July 2026 even as statewide employment in the category slipped 1.1%, which usually means openings exist but employers are screening harder and filling selectively.[14][15] In the metro sample, we observed more than 950 postings across more than 400 companies over the last 90 days, with posted pay centered on about $120k to $170k.[23][4] The catch is access: only about 10% of postings were entry-level, about 65% were on-site, and less than 5% of postings that stated sponsorship policy mentioned visa sponsorship.[7][9][27]

Best positioned: Candidates with proven Python or Java delivery experience plus AWS, Kubernetes, Docker, and CI/CD, who are open to hybrid or on-site work for defense, enterprise, or regulated employers, have the best odds right now.[29][9][24][28]

Main caution: The biggest mistake is treating Denver like a broad remote junior-software market; the local mix is experienced, infrastructure-heavy, and much less remote than many candidates expect.[7][9]

What Changed Recently

• Colorado software, IT & cybersecurity postings were up 20.7% year over year in July 2026, while postings across all Colorado occupations were down 0.7%.[14]: Tech openings are outperforming the broader state market, so Denver remains worth targeting if your skills fit the active lanes.
• At the same time, statewide software, IT & cybersecurity employment was down 1.1% year over year in July 2026, while national category employment was essentially flat.[15]: More postings are not translating into easy hiring; expect longer funnels, replacement hiring, and tougher screening.
• Local demand is spread rather than concentrated: the Denver sample shows more than 950 postings across more than 400 companies, with the most active employers including CACI, Lockheed Martin Corporation, and Northrop Grumman.[23][24][25]: A broad target list will work better than betting everything on one brand-name employer.
• National payroll growth stayed positive but slow at 158,858 thousand total nonfarm jobs in July 2026, up 0.1993% year over year, while U.S. job openings reached 7,359 thousand in June 2026, up 2.1516%.[12][13]: The macro backdrop still supports hiring, but at a pace that keeps approvals, interviews, and offers tighter than in a boom market.

What This Means for You

Entry-Level Candidates

Difficulty: Hard.

Best target: Target help desk, junior IT support, QA, security operations support, and government- or defense-adjacent technical roles where process discipline matters more than a perfect pedigree.

Biggest mistake: Applying as if this is a broad junior software market.

Next step: Build one proof-of-work project that shows Python plus cloud or automation, and make a separate resume for support, QA, or security-operations roles instead of only applying to software engineer titles.

Mid-Career Candidates

Difficulty: Moderate if you match the stack; hard if you are generic.

Best target: Backend, platform, SRE, DevOps, cloud, security engineering, and enterprise IT roles.

Biggest mistake: Leading with years of experience instead of specific systems ownership, delivery metrics, and tools.

Next step: Rewrite your resume around production outcomes in AWS, Kubernetes, CI/CD, Python, Java, or security tooling, and prioritize employers with enterprise or regulated environments.

Career Switchers

Difficulty: Hard.

Best target: Pivot into support, QA automation, cloud support, or compliance-adjacent security work before aiming at pure software engineering.

Biggest mistake: Trying to jump straight into mid-level engineer titles without adjacent production experience.

Next step: Earn one recognizable credential, publish two relevant projects, and pursue titles that reward transfer skills such as incident response, documentation, escalation handling, or workflow automation.

Salary Reality

high pay highly concentrated

Direct government metro pay available in the source excerpt is limited to Denver's all-occupation mean wage of $39.28 an hour in May 2025, so role-specific local pay here relies on software-developer and software-engineer proxies.[1] Those proxies cluster around a $137,610 local median and $149,400 mean from May 2025, while recent Denver postings center on about $120k to $170k and late-July software engineer ads showed about $122k to $178k.[2][3][4][5]

This is a premium-pay market. Colorado's mean offered salary on new software, IT & cybersecurity openings was about $115,985 in July 2026 (n=1,762), versus about $83,791 across all Colorado openings (n=71,030), so technical roles still command a clear pay premium.[6]

The upside is offset by a mid- and senior-heavy market, posting durations around 33 days, and low remote availability.[7][8][9]

Best-paying path: The strongest pay tends to sit in senior software and platform work. Senior software engineers in the Greater Denver and Boulder area showed a median total compensation of $192,723 with a range of $159,000 to $265,000, and one company-specific snapshot for Indeed reached a $257,000 median package.[10][11]

Caution: Top-end pay figures are concentrated in senior or company-specific compensation data and should not be read as the going rate for the full Software, IT & Cybersecurity market.[10][11]

Where the Opportunities Are Concentrated

The clearest concentration is in defense-adjacent engineering and enterprise IT. In the last 90 days, the most active employers in the local sample were CACI, Lockheed Martin Corporation, and Northrop Grumman, and the leading industry buckets were aerospace & defense, technology, software development, and government & public sector.[24][28] That mix favors candidates who can handle structured hiring, regulated environments, and in-person collaboration. The second concentration is platform-heavy software work rather than broad consumer-web hiring. Local skills demand clusters around Python, Java, AWS, Kubernetes, Git, CI/CD, C++, and Docker, and Colorado employers still maintain visible cloud/DevOps and IT hiring channels.[29][21][30] That points to better odds in backend, infrastructure, SRE, DevOps, cloud, security engineering, and systems roles than in generic junior web roles. The market is also broad rather than winner-take-all: the local sample spans more than 950 postings across more than 400 companies and is fragmented across employers.[23][25] That helps experienced applicants who can run a multi-track search instead of waiting on one perfect opening.

• Defense and government-adjacent engineering (high): Named hiring activity is led by CACI, Lockheed Martin Corporation, and Northrop Grumman, while aerospace & defense and government/public-sector employers are a major share of the local mix.[24][28]
• Cloud, DevOps, and platform work (high): Colorado still has a dedicated cloud/DevOps hiring lane, and the local skill mix strongly features AWS, Kubernetes, Docker, Git, and CI/CD.[21][29]
• General IT and cybersecurity operations (moderate): An active Denver-and-Boulder IT jobs board remained live in 2026, and Security+ is the most commonly required certification signal in the local sample.[30][31]
• Entry-level generalist software (limited): Only about 10% of local postings were entry-level, and only about 10% were remote, which narrows access for junior applicants hoping for broad remote software openings.[7][9]

Where to focus: Focus first on backend, platform, cloud, and security roles that combine Python or Java with AWS, Kubernetes, Docker, and CI/CD, and be open to hybrid or on-site work.

Skills and Credentials Worth Pursuing

• Python (table stakes): Python appears in about 45% of local postings, making it the clearest baseline language across software, automation, and security-adjacent work in this market.[29]
• AWS + Kubernetes + Docker + CI/CD (premium): AWS, Kubernetes, Git, CI/CD, and Docker each show up in about 20% of local postings, and cloud-native development is flagged as essential for 2026 software work.[29][18]
• Java and/or C++ (differentiator): Java appears in about 25% of local postings and C++ in about 20%, which fits Denver's enterprise and aerospace/defense employer mix.[29][28]
• CompTIA Security+ (differentiator): Security+ is the most commonly required certification in the local sample, even though only about 5% of postings explicitly require a certification, so it can matter disproportionately in filtered searches.[31]
• AI-assisted development and prompt design (differentiator): About 84% of developers use or plan to use AI coding tools, and prompt engineering is reported as the top skill gap for engineering managers in 2026.[32][33]
• Zero trust and modern security operations (premium): Zero trust becomes a regulatory requirement for public-sector organizations beginning in 2026, and AI-powered security tools are reshaping security operations.[22][34]
• LLM integration, RAG, evals, and MLOps (premium): Local staffing guidance points to demand for data and AI talent, while 2026 AI-engineer skill signals emphasize async Python, RAG, evals and observability, vector databases, and MLOps.[20][19]

Adjacent Roles to Consider

• AI Engineer (both): This is the clearest nearby move for software engineers who want to ride employer AI budgets without becoming data scientists; 2026 demand signals emphasize LLM integration, orchestration, RAG, evals, and MLOps.[18][19]
• Data Platform Engineer / Analytics Engineer (pivot): Denver staffing guidance explicitly calls out demand for data and AI talent, making data-platform work a realistic side-door if you are stronger in pipelines than app features.[20]
• Cloud Solutions Architect (both): Cloud architects are called out in local demand signals, and the metro maintains a dedicated cloud/DevOps hiring lane.[20][21]
• GRC / Security Compliance Analyst (bridge): Public-sector zero-trust requirements create adjacent demand for people who can translate security controls into policy, audit, and implementation work.[22]

30 / 60 / 90-Day Plan

First 30 Days

• Split your search into three lanes: defense/regulated enterprise, commercial backend-platform, and IT/security operations.
• Create two resumes: one centered on software delivery and one centered on infrastructure, operations, or security outcomes.
• Publish one project that proves Python plus cloud automation or CI/CD, not just tutorial code.
• Stop filtering only for remote jobs; include hybrid and on-site searches across Denver, Aurora, Centennial, and Boulder-facing employers.

Days 31-60

• Add one high-signal proof piece: a Kubernetes deployment, Terraform stack, security lab, or QA automation suite with clear documentation.
• If you are cyber or IT-leaning, finish Security+ or an equivalent baseline credential and place it near the top of your resume.
• Build a target list of 40-60 employers across primes, subcontractors, enterprise tech teams, and local software firms instead of relying on major brands alone.
• Prepare two interview stories each for incident response, system ownership, cost/performance optimization, and collaboration with AI tools.

Days 61-90

• If interviews are weak, pivot titles toward cloud support, QA automation, security operations, or platform-adjacent roles instead of repeating generic software applications.
• Add an AI-assisted workflow case study showing how you used copilots, prompt design, or evals to improve speed or quality while still validating outputs.
• Pursue one domain specialization that fits Denver's mix: defense/regulated systems, cloud platform engineering, or zero-trust/security operations.
• Review your funnel by lane and double down on the segment producing interviews, not the one that feels most prestigious.

Methodology and Confidence

This July 2026 report was generated on August 10, 2026. Latest direct national data: August 2026. Latest direct Denver-Aurora-Centennial, CO data: August 2026.

Confidence: Overall confidence: Medium. Local market context is current, but role-specific Denver occupation data is older and several hiring conclusions rely on proxy signals rather than a single official metro series.[1][16][15][14]

Limitations

• The best direct metro wage anchor available here is from May 2025, so the freshest role-specific local pay evidence is older than the current hiring signals.[1][2][3]
• For current direction of hiring, this report uses July 2026 Colorado-wide Software, IT & Cybersecurity trends as a proxy for Denver because that occupation-by-metro series is not published here, so metro conditions may be somewhat stronger or weaker than the statewide reading.[15][14]
• The Callings.ai job database is a partial, deduplicated sample of online postings, so direction of demand, leading employer names, and skill patterns are more reliable than exact counts or exact percentage shares.[23][24][4][29]
• Coverage is strongest for software developer and software engineer signals; it is thinner for niche local sub-markets such as help desk, network administration, IAM, and some cybersecurity specialties, so those paths require more interpretation.[2][3][5]
• Some government year-over-year changes used for labor-market context were preliminary at publication time, so small revisions are possible.[16][12][13]

References

1. Bureau of Labor Statistics. Occupational Employment and Wages in Denver-Aurora-Centennial — May 2025 · 2026-08 · bls.gov
2. Elevatedtech. Software Developer Salary in Denver-Aurora-Centennial (2026): $137,610 Median, $149,400 Mean · 2026-08 · elevatedtech.us
3. Hyring. Software Engineer Salary in Denver: Pay by City · 2026-08 · hyring.com
4. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
5. Haystackapp. Software Engineer Jobs in Denver - 59 Open Positions | Haystack · 2026-07 · haystackapp.io
6. Reveliolabs. Salaries — Revelio Public Labor Statistics (RPLS) · 2026-07 · reveliolabs.com
7. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
8. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
9. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
10. Levels. Senior Software Engineer Salary in Denver And Boulder, CO · 2025-10 · levels.fyi
11. Levels. Indeed Software Engineer Salary in Greater Denver And Boulder Area | $190K-$250K+ | Levels.fyi · 2025-10 · levels.fyi
12. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-07 · data.bls.gov
13. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-06 · data.bls.gov
14. Reveliolabs. Job Openings — Revelio Public Labor Statistics (RPLS) · 2026-07 · reveliolabs.com
15. Reveliolabs. Employment — Revelio Public Labor Statistics (RPLS) · 2026-07 · reveliolabs.com
16. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-06 · data.bls.gov
17. Bureau of Labor Statistics. Bureau of Labor Statistics Data · 2026-04 · data.bls.gov
18. Kwan. Top Tech Skills Software Engineers Need in 2026 — According to LinkedIn - KWAN · 2025-12 · kwan.com
19. Ayautomate. 15 AI Engineer Skills Every Hire Should Have · 2026-06 · ayautomate.com
20. Dash2group. Technology Staffing in Denver: The 2026 Market Guide | DASH2 · 2026-08 · dash2group.com
21. Builtincolorado. Best Cloud DevOps & Platform Engineering Jobs in CO 2026 | Built In Colorado · 2026-08 · builtincolorado.com
22. Cisecurity. 7 CIS Experts · 2026-01 · cisecurity.org
23. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
24. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
25. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
26. Reveliolabs. Mass-layoff Notices — Revelio Public Labor Statistics (RPLS) · 2026-07 · reveliolabs.com
27. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
28. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
29. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
30. Builtincolorado. Best IT Jobs in Denver & Boulder, CO 2026 | Built In Colorado · 2026-08 · builtincolorado.com
31. Callings.ai. Callings.ai job-market aggregation · 2026-07 · callings.ai
32. Softjourn. AI in Software Development: 2026 Statistics & Trends · 2026-08 · softjourn.com
33. Groovyweb. Prompt Engineering for Developers: Production Patterns That Actually Work in 2026 · 2026-04 · groovyweb.co
34. Zerotorqcreative. Best AI Cybersecurity Tools in 2026 | Digital Marketing · 2026-07 · zerotorqcreative.com

Live Openings in This Market

This report is published monthly; its companion page tracks the active Software, IT & Cybersecurity openings in Denver-Aurora-Centennial, CO from the live Callings.ai job index. Browse current Software, IT & Cybersecurity openings in Denver-Aurora-Centennial, CO.